Publications

For more details, see my Google Scholar page.

Research Papers

• t-SNE Exaggerates Clusters, Provably
  Noah Bergam, Szymon Snoeck, Nakul Verma.
  In submission.
  [Paper]
• Compressibility Barriers to Neighborhood-Preserving Data Visualizations
  Szymon Snoeck, Noah Bergam, Nakul Verma.
  In submission.
  [Paper] [Poster]
• clusterSC: Advancing Synthetic Control with Donor Clustering for Disaggregate-level Data
  Saeyoung Rho, Andrew Tang, Noah Bergam, Rachel Cummings, Vishal Misra.
  AISTATS 2025.
  [Paper]
• Legal and Political Stance Detection of SCOTUS Language
  Noah Bergam, Emily Allaway, and Kathleen McKeown
  Natural Legal Language Processing Workshop, EMNLP 2022.
  [Paper] [Poster]
• Designing and Simulating a Smart Air Purifier to Combat HVAC-induced COVID-19 Transmission
  Noah Bergam, Lily Chen, Sakshi Lende, Skyler Snow, Julianna Zhang, Michael DiBuono, Nicholas Calzaretto.
  MIT IEEE Undegraduate Research in Technology Conference 2020.
  [Paper]

Published Expository Work

• On Manifold Dimension Estimation
  Noah Bergam, advised by Andrew Blumberg.
  Columbia Undergraduate Journal of Mathematics, 2025.
  [Paper]
• The Black-Scholes model in the context of econophysics
  Noah Bergam and Teodora Kolarov.
  Parabola Mathematics Journal.
  [Paper]

Miscellaneous

• Sublinear Space for a Sequential Lightbulb Problem
  Noah Bergam, Berkan Ottlik, and Arman Özcan.
  Presented at the Fall Fourier Talks, 2024.
  [Paper] [Poster]
• Confidence-Calibrated Ensemble Dense Phrase Retrieval.
  William Yang, Noah Bergam, Arnav Jain, Nima Sheikhoslami.
  [Paper]